Total Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 747 11308.277 0 4905.500 7965.0 13945.50 67300.00 10309.468
87114 662 10916.677 0 4400.000 7500.0 13320.25 97950.00 10212.437
87120 577 10780.200 0 4107.000 7107.0 13770.00 108227.00 10632.764
87111 524 11483.333 0 4166.750 7449.0 14076.00 64999.00 11216.239
87144 520 12464.931 0 5896.000 9237.5 16511.00 66491.28 9838.965
87112 414 12220.878 0 4066.750 7950.0 15270.25 92910.00 12447.069
87123 403 10783.623 0 4202.806 7329.0 12935.00 122703.00 11599.399
87109 312 11423.297 0 4369.000 7511.0 14393.50 70500.00 10665.086
87110 307 10250.256 0 4194.500 6882.0 11910.00 50000.00 9361.640
87121 268 9542.059 0 3674.805 6268.0 11760.50 100528.00 9945.968
Santa Fe Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87114 315 6693.994 1377 3867.000 5416.000 7762.000 30000 4639.030
87124 268 7085.730 0 4189.620 5805.875 8453.145 29790 4512.675
87120 263 6023.388 0 3421.500 4828.000 7311.000 29660 4124.104
87144 219 8200.389 0 4955.500 7153.000 9678.000 31000 5101.537
87111 210 6416.960 0 3454.235 5103.000 7594.750 32115 4705.116
87123 170 5727.506 0 3217.750 4944.575 7462.980 23921 3564.117
87112 140 7077.964 0 3720.838 5845.000 8663.500 26740 5034.212
87110 115 6738.865 1351 3754.000 5319.000 8196.000 27949 4714.650
87121 115 7467.013 1357 3578.000 5642.000 8351.000 100528 10083.432
87109 108 6663.821 1621 3684.528 5670.980 7725.500 26500 4670.784
Total Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 242 18682.34 0 9826.00 14559.00 24559.25 67300 12881.27
87144 188 18213.31 2624 11002.06 16521.24 23652.00 61800 10251.60
87114 182 18782.32 0 10302.70 16281.50 24377.75 97950 12730.63
87120 147 18053.99 0 10905.00 15372.52 22636.00 59947 10566.41
87111 127 20595.18 2750 9947.50 17000.00 27375.00 64999 14267.64
87112 102 24495.16 1449 13093.50 19120.50 31828.75 92910 16198.93
87123 96 18582.87 0 9359.00 14643.50 24000.00 122703 15579.87
87109 80 18332.80 0 10066.25 15697.00 25222.50 70500 12025.00
87121 71 16823.71 0 10890.00 15287.00 19726.00 60669 10113.83
87507 71 19793.72 0 10987.50 16144.00 27500.89 69000 11895.39
Total Bath Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 70 11525.04 1200.00 7314.750 8800.00 13602.50 44030 7170.272
87111 64 13873.50 572.00 8033.880 11128.50 14378.25 52820 10572.531
87120 61 13139.56 433.00 7500.000 10600.00 14600.00 48684 9486.570
87114 54 13217.04 1014.95 7767.500 10887.00 16974.25 34500 7638.023
87112 51 13517.21 2972.97 8624.500 10970.00 16716.24 35356 7829.173
87123 50 13924.73 2635.29 7612.500 11854.35 16372.00 73708 10853.847
87109 46 14614.37 2476.00 7665.500 11056.08 17615.75 44742 10299.695
87110 34 10951.16 3200.00 7040.585 8785.00 12677.00 28517 6370.053
87144 29 12145.95 0.00 7259.000 10760.00 15342.00 31000 6788.377
87107 25 12628.28 4126.21 5695.330 9174.00 12985.00 52127 11238.041
Total Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87120 13 39247.85 21214.00 26500.00 29000.00 44800.00 108227.00 23866.482
87110 12 32043.47 16800.00 27007.00 30335.00 37707.67 46000.00 8514.807
87114 12 32785.75 9304.00 19875.00 34087.50 40415.00 57768.00 14795.129
87124 12 23304.58 5400.00 17551.25 20999.50 32935.00 38000.00 10141.991
87144 12 34441.19 12650.00 19207.75 32368.00 43982.75 66491.28 16928.886
87111 11 31601.04 18750.00 25882.50 30000.91 32396.50 53696.00 10558.230
87109 10 31830.90 14560.00 22125.00 33617.00 40821.75 50375.00 11951.980
87107 9 38904.45 6328.05 25700.00 39800.00 50890.00 64950.00 19743.351
87123 9 32519.88 13000.00 24100.00 34006.88 36675.00 60395.00 13372.937
87505 9 26352.00 10354.00 12153.00 25500.00 32834.00 51553.00 14116.455
Total Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 149 5953.251 0 2551.000 4708.000 7500.00 52331.00 5874.407
87112 114 6022.103 0 2132.700 4059.645 7629.50 37913.00 6424.024
87111 103 7494.573 0 2805.500 5222.000 9878.50 33000.00 6677.266
87114 97 6021.056 0 2584.000 4791.000 8236.00 24750.00 4599.160
87120 85 7335.229 0 2902.000 4853.000 7817.76 59700.00 8544.365
87110 76 5761.044 0 2828.250 5067.500 7296.25 26607.48 4511.582
87123 75 7743.704 949 3278.430 5300.000 8758.50 65950.00 8965.416
87109 61 6000.874 0 2721.000 4500.000 6731.00 43977.00 6268.500
87144 61 6132.669 1120 3550.000 5552.000 7970.00 19250.00 3752.101
87507 58 6740.348 0 2998.648 6042.270 8827.25 23804.00 4595.505
Santa Fe Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 173 13333.41 0.00 5293.000 9631.00 17148.00 78618.99 11909.80106
87505 157 14387.59 552.00 5619.000 10079.72 18202.00 72500.00 12866.42060
87508 87 18009.97 0.00 7180.000 13832.00 24112.45 100000.00 16680.91371
87501 76 12129.49 1880.00 4654.812 8181.35 18486.25 46270.00 9842.43514
87506 29 18264.39 750.00 7784.000 14251.00 21312.00 91000.00 17757.92383
87502 2 11692.27 9720.00 10706.135 11692.27 12678.41 13664.54 2789.21098
87504 2 1954.50 1887.00 1920.750 1954.50 1988.25 2022.00 95.45942
87101 1 14987.87 14987.87 14987.870 14987.87 14987.87 14987.87 NA
87509 1 19156.00 19156.00 19156.000 19156.00 19156.00 19156.00 NA
87540 1 21359.91 21359.91 21359.910 21359.91 21359.91 21359.91 NA
Santa Fe Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 33 6375.515 2065 3938.000 5113.69 6962.00 23827 4333.890
87505 20 8980.740 2491 5119.500 8099.00 12335.00 17988 4830.457
87501 18 8346.291 2055 5787.250 6842.50 9300.00 22800 4861.977
87508 16 9504.769 0 4285.962 7038.00 12254.75 34950 8514.607
87506 5 10223.998 7784 8400.000 9730.99 12315.00 12890 2291.477
87502 1 9720.000 9720 9720.000 9720.00 9720.00 9720 NA
87509 1 19156.000 19156 19156.000 19156.00 19156.00 19156 NA
Santa Fe Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87507 70 19854.41 0.00 10833.75 16861.00 27501.33 69000.00 11970.206
87505 54 20916.89 3080.00 10194.10 17604.66 28836.24 72500.00 13677.653
87508 35 21754.21 4993.00 14980.50 18959.00 27005.89 58650.00 10689.342
87506 23 19176.08 5465.00 12254.50 17391.00 22714.50 51000.00 10596.203
87501 21 18678.24 3213.00 13122.00 19425.00 22005.00 40496.00 8978.323
87056 1 25103.00 25103.00 25103.00 25103.00 25103.00 25103.00 NA
87502 1 13664.54 13664.54 13664.54 13664.54 13664.54 13664.54 NA
87540 1 21359.91 21359.91 21359.91 21359.91 21359.91 21359.91 NA
Santa Fe Bath Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 16 18328.93 5584.75 9870.75 12588.28 17747.50 52608.55 14393.654
87507 12 14038.50 6948.00 7789.00 9833.00 17986.00 35000.00 8454.112
87501 11 15506.72 4465.25 8846.84 12500.00 18506.00 46270.00 11619.109
87508 8 16373.74 6000.00 10397.50 16692.00 24056.22 25321.00 8038.997
87506 7 25430.78 9755.00 14087.00 14997.00 17044.74 91000.00 29020.239
Santa Fe Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 9 26352.00 10354 12153.00 25500.00 32834.00 51553.00 14116.455
87507 6 34066.43 5954 24863.30 30814.42 34191.46 78618.99 24150.709
87501 3 29271.55 24700 26282.32 27864.64 31557.32 35250.00 5413.886
87508 2 73250.00 61500 67375.00 73250.00 79125.00 85000.00 16617.009
Santa Fe Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87505 56 7393.823 552.00 3267.500 5326.00 7759.25 38056.00 7774.50389
87507 56 6793.575 0.00 2982.750 6042.27 9024.66 23804.00 4663.27670
87501 25 5452.342 1880.00 3146.000 3865.00 5950.00 25800.00 5429.63970
87508 25 14631.887 1715.00 6617.000 9251.00 13802.00 100000.00 20523.03925
87506 6 4478.697 750.00 2440.885 3014.50 4563.25 12764.00 4285.33128
87504 2 1954.500 1887.00 1920.750 1954.50 1988.25 2022.00 95.45942
87101 1 14987.870 14987.87 14987.870 14987.87 14987.87 14987.87 NA
Rio Rancho Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 673 11079.50 0.00 4800.00 7800.0 13800.00 67300.00 10090.216
87144 501 12478.60 0.00 5966.54 9275.0 16544.00 66491.28 9824.232
87114 3 6892.66 3485.98 6010.49 8535.0 8596.00 8657.00 2950.902
87112 2 6137.50 3690.00 4913.75 6137.5 7361.25 8585.00 3461.288
87123 1 2489.00 2489.00 2489.00 2489.0 2489.00 2489.00 NA
87174 1 3265.00 3265.00 3265.00 3265.0 3265.00 3265.00 NA
Rio Rancho Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 259 7035.943 0.00 4189.24 5791.00 8339.00 29790.00 4505.394
87144 215 8251.444 0.00 5114.30 7227.00 9678.00 31000.00 5114.858
87112 2 6137.500 3690.00 4913.75 6137.50 7361.25 8585.00 3461.288
87114 1 3485.980 3485.98 3485.98 3485.98 3485.98 3485.98 NA
87174 1 3265.000 3265.00 3265.00 3265.00 3265.00 3265.00 NA
Rio Rancho Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 235 18802.40 0 9981.00 14892.00 24373.5 67300 12882.28
87144 187 18147.51 2624 10881.38 16288.54 23618.0 61800 10239.23
87114 1 8535.00 8535 8535.00 8535.00 8535.0 8535 NA
87174 1 16542.00 16542 16542.00 16542.00 16542.0 16542 NA
Rio Rancho Bath Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 66 11797.60 1200 7314.750 9232.5 13767.50 44030 7291.423
87144 28 12177.95 0 6983.877 10630.0 16037.75 31000 6910.717
Rio Rancho Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87144 11 35935.84 12650 22388.50 37000.0 46477.50 66491.28 16904.356
87124 10 22890.50 5400 17992.75 20999.5 30253.75 38000.00 9723.343
Rio Rancho Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 142 5964.107 0 2560.75 4774.0 7500.00 52331 5933.966
87144 60 6166.547 1120 3543.84 5706.5 8076.75 19250 3774.345
87114 1 8657.000 8657 8657.00 8657.0 8657.00 8657 NA
87123 1 2489.000 2489 2489.00 2489.0 2489.00 2489 NA
ABQ Metro Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 728 11333.223 0 4905.750 8001.5 13958.50 67300.00 10319.254
87114 648 10952.110 0 4400.000 7500.0 13366.75 97950.00 10279.760
87120 568 10771.166 0 4099.500 7061.0 13717.50 108227.00 10703.765
87111 517 11490.250 0 4150.000 7397.2 14079.00 64999.00 11283.094
87144 514 12458.411 0 5916.000 9167.0 16447.13 66491.28 9845.227
87112 412 12202.048 0 4054.765 7890.5 15256.75 92910.00 12473.986
87123 400 10779.268 0 4199.769 7375.5 12902.50 122703.00 11611.660
87109 304 11188.989 0 4369.000 7434.0 13908.75 70500.00 10429.564
87110 299 10259.729 0 4176.340 6665.0 11910.00 50000.00 9462.926
87121 267 9547.734 0 3672.610 6225.0 11891.00 100528.00 9964.211
ABQ Metro Patio Cover Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87114 306 6656.909 1377 3861.500 5458.500 7723.75 30000 4551.537
87124 262 7050.519 0 4188.860 5795.500 8367.75 29790 4507.587
87120 260 5952.112 0 3399.500 4811.215 7263.00 29660 4061.392
87144 216 8229.224 0 5082.200 7190.000 9667.00 31000 5113.388
87111 208 6370.344 0 3446.750 5100.500 7531.00 32115 4702.881
87123 168 5743.018 0 3200.000 4977.500 7507.98 23921 3582.441
87112 140 7077.964 0 3720.838 5845.000 8663.50 26740 5034.212
87121 114 7462.101 1357 3569.000 5630.500 8414.00 100528 10127.813
87110 112 6650.381 1351 3714.250 5268.500 8188.00 27949 4633.594
87109 105 6690.492 1621 3718.000 5690.960 7714.00 26500 4696.655
ABQ Metro Sunroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 239 18714.77 0 9932.50 14631.00 24373.50 67300 12854.61
87144 187 18147.51 2624 10881.38 16288.54 23618.00 61800 10239.23
87114 181 18827.75 0 10280.37 16413.00 24506.00 97950 12751.13
87120 147 18053.99 0 10905.00 15372.52 22636.00 59947 10566.41
87111 127 20595.18 2750 9947.50 17000.00 27375.00 64999 14267.64
87112 102 24495.16 1449 13093.50 19120.50 31828.75 92910 16198.93
87123 95 18512.76 0 9358.00 14506.00 23507.87 122703 15647.29
87109 79 18281.69 0 10014.50 15563.00 25315.00 70500 12093.09
87121 71 16823.71 0 10890.00 15287.00 19726.00 60669 10113.83
87110 65 17665.57 3371 7891.00 14513.08 25152.00 50000 11326.17
ABQ Metro Bathroom Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 67 11695.19 1200.00 7280.015 9149.00 13735.00 44030 7284.369
87111 60 14063.33 572.00 8033.880 11381.50 14378.25 52820 10819.649
87120 56 13215.21 433.00 7278.460 10550.00 14634.50 48684 9879.013
87114 52 13266.58 1014.95 7922.500 10887.00 16738.25 34500 7708.980
87123 50 13924.73 2635.29 7612.500 11854.35 16372.00 73708 10853.847
87112 49 13411.79 2972.97 8601.000 10764.00 15932.48 35356 7967.370
87109 43 13032.53 2476.00 7527.000 10379.00 14143.50 39320 8433.008
87110 31 10992.56 3200.00 6791.000 8393.00 12844.50 28517 6656.236
87144 28 12177.95 0.00 6983.877 10630.00 16037.75 31000 6910.717
87107 22 12717.12 4126.21 5560.833 9130.00 11079.75 52127 11928.674
ABQ Metro Kitchen Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87120 13 39247.85 21214.00 26500.0 29000.00 44800.00 108227.00 23866.482
87110 12 32043.47 16800.00 27007.0 30335.00 37707.67 46000.00 8514.807
87114 12 32785.75 9304.00 19875.0 34087.50 40415.00 57768.00 14795.129
87111 11 31601.04 18750.00 25882.5 30000.91 32396.50 53696.00 10558.230
87124 11 22059.55 5400.00 17317.5 19108.00 28007.50 38000.00 9627.274
87144 11 35935.84 12650.00 22388.5 37000.00 46477.50 66491.28 16904.356
87109 10 31830.90 14560.00 22125.0 33617.00 40821.75 50375.00 11951.980
87107 9 38904.45 6328.05 25700.0 39800.00 50890.00 64950.00 19743.351
87123 9 32519.88 13000.00 24100.0 34006.88 36675.00 60395.00 13372.937
87112 6 31404.17 18345.00 26600.0 30215.00 37351.25 44525.00 9438.740
ABQ Metro Window Sales by Zip
ZIP # Mean Min Q1 Median Q3 Max Std Dev
87124 143 5947.897 0 2570.500 4708.000 7500.000 52331.00 5916.212
87112 114 6022.103 0 2132.700 4059.645 7629.500 37913.00 6424.024
87111 102 7468.313 0 2802.750 5218.500 9613.500 33000.00 6704.893
87114 95 5896.636 0 2556.500 4764.000 7778.220 24750.00 4563.593
87120 84 7373.862 0 2886.548 4917.500 7922.665 59700.00 8588.211
87123 75 7743.704 949 3278.430 5300.000 8758.500 65950.00 8965.416
87110 74 5680.627 0 2772.750 4950.500 7083.855 26607.48 4543.389
87144 61 6132.669 1120 3550.000 5552.000 7970.000 19250.00 3752.101
87109 60 5914.339 0 2706.637 4493.500 6591.500 43977.00 6284.550
87121 57 4739.584 652 2127.000 3302.300 5793.000 18001.00 3783.391
## Loading required package: lattice
## Loading required package: grid
## Loading required package: chron

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'

## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'

## `geom_smooth()` using method = 'gam' and formula = 'y ~ s(x, bs = "cs")'

## R version 4.2.2 (2022-10-31 ucrt)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 19045)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=English_United States.utf8 
## [2] LC_CTYPE=English_United States.utf8   
## [3] LC_MONETARY=English_United States.utf8
## [4] LC_NUMERIC=C                          
## [5] LC_TIME=English_United States.utf8    
## 
## attached base packages:
## [1] grid      stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] lattice_0.20-45      RColorBrewer_1.1-3   psych_2.3.3         
##  [4] vtable_1.4.4         kableExtra_1.3.4     lubridate_1.9.2     
##  [7] ggmap_3.0.2          rgdal_1.6-7          maptools_1.1-7      
## [10] sp_1.6-1             usmap_0.6.2          ggpointdensity_0.1.0
## [13] viridis_0.6.3        viridisLite_0.4.2    tidyr_1.3.0         
## [16] stringr_1.5.0        dplyr_1.1.2          readxl_1.4.2        
## [19] tidygeocoder_1.0.5   ggplot2_3.4.2       
## 
## loaded via a namespace (and not attached):
##  [1] httr_1.4.6          sass_0.4.6          splines_4.2.2      
##  [4] jsonlite_1.8.5      bslib_0.5.0         highr_0.10         
##  [7] cellranger_1.1.0    yaml_2.3.7          pillar_1.9.0       
## [10] glue_1.6.2          digest_0.6.31       rvest_1.0.3        
## [13] colorspace_2.1-0    Matrix_1.5-1        htmltools_0.5.5    
## [16] plyr_1.8.8          pkgconfig_2.0.3     purrr_1.0.1        
## [19] scales_1.2.1        webshot_0.5.4       svglite_2.1.1      
## [22] jpeg_0.1-10         timechange_0.2.0    tibble_3.2.1       
## [25] mgcv_1.8-41         generics_0.1.3      farver_2.1.1       
## [28] cachem_1.0.8        withr_2.5.0         cli_3.6.1          
## [31] mnormt_2.1.1        magrittr_2.0.3      evaluate_0.21      
## [34] fansi_1.0.4         nlme_3.1-160        xml2_1.3.4         
## [37] foreign_0.8-83      tools_4.2.2         RgoogleMaps_1.4.5.3
## [40] lifecycle_1.0.3     munsell_0.5.0       compiler_4.2.2     
## [43] jquerylib_0.1.4     systemfonts_1.0.4   rlang_1.1.1        
## [46] rstudioapi_0.14     bitops_1.0-7        labeling_0.4.2     
## [49] rmarkdown_2.22      gtable_0.3.3        R6_2.5.1           
## [52] gridExtra_2.3       knitr_1.43          fastmap_1.1.1      
## [55] utf8_1.2.3          stringi_1.7.12      parallel_4.2.2     
## [58] Rcpp_1.0.10         vctrs_0.6.2         png_0.1-8          
## [61] tidyselect_1.2.0    xfun_0.39